@InProceedings{bizzoni-ghanimifard:2018:W18-09,
  author    = {Bizzoni, Yuri  and  Ghanimifard, Mehdi},
  title     = {Bigrams and BiLSTMs Two Neural Networks for Sequential Metaphor Detection},
  booktitle = {Proceedings of the Workshop on Figurative Language Processing},
  month     = {June},
  year      = {2018},
  address   = {New Orleans, Louisiana},
  publisher = {Association for Computational Linguistics},
  pages     = {91--101},
  abstract  = {We present and compare two alternative deep neural architectures to perform word-level metaphor detection on text: a bi-LSTM model and a new structure based on recursive feed-forward concatenation of the input. We discuss different versions of such models and the effect that input manipulation - specifically, reducing the length of sentences and introducing concreteness scores for words - have on their performance.},
  url       = {http://www.aclweb.org/anthology/W18-0911}
}